JPS63256855A - Image monitoring device for fishes - Google Patents

Image monitoring device for fishes

Info

Publication number
JPS63256855A
JPS63256855A JP9076787A JP9076787A JPS63256855A JP S63256855 A JPS63256855 A JP S63256855A JP 9076787 A JP9076787 A JP 9076787A JP 9076787 A JP9076787 A JP 9076787A JP S63256855 A JPS63256855 A JP S63256855A
Authority
JP
Japan
Prior art keywords
water
fish
fishes
image
aquarium
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP9076787A
Other languages
Japanese (ja)
Inventor
Toshio Yahagi
矢萩 捷夫
Kenji Baba
研二 馬場
Shoji Watanabe
昭二 渡辺
Naoki Hara
直樹 原
Mikio Yoda
幹雄 依田
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hitachi Ltd
Original Assignee
Hitachi Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hitachi Ltd filed Critical Hitachi Ltd
Priority to JP9076787A priority Critical patent/JPS63256855A/en
Publication of JPS63256855A publication Critical patent/JPS63256855A/en
Pending legal-status Critical Current

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Abstract

PURPOSE:To effectively recognize fishes in an image by providing partition plate for straightening and diving weir plate in a water tank. CONSTITUTION:Water is fed to and discharged from the transparent water tank 10 and fishes 18 are kept in the space between partitions 11A and 11B made of wire netting and porous plates. The diving weir plate 12 is provided on the downstream side of the partition plate 11B. The water and fishes are picked up by an ITV 30 with light obtained from a lighting device 16 through a translucent plate 17. A signal is led to an image processor 40 to recognize the fish image, and the behavior of the fishes is evaluated, so that a warning is generated by a warning device 50 when the fishes behave abnormally. Consequently, the feed water which flows in the water tank flows without drifting in the water tank and if the fishes come to the water surface owing to a factor other than abnormal water quality, this case is deleted from the abnormal behavior decision, thereby accurately detecting the action of the fishes.

Description

【発明の詳細な説明】 〔産業上の利用分野〕 本発明は被検水として、浄水場や下水処理場の流入水及
び処理水、並びに河川水などを用いて飼育している生物
を画像認識し、被検水中の毒物の有無を検出する装置で
の、飼育水槽や構造及び正常、異常行動の画像処理方法
に関する。
[Detailed Description of the Invention] [Field of Industrial Application] The present invention is capable of image recognition of organisms reared using inflow water and treated water of water purification plants, sewage treatment plants, river water, etc. as test water. The present invention also relates to an image processing method of breeding tanks, their structures, and normal and abnormal behavior in a device for detecting the presence or absence of toxic substances in test water.

〔従来の技術〕[Conventional technology]

浄水場などでは原水中に毒物が混入したか否かを判定す
るために、原水や浄水の一部を水槽に導きこの水槽でフ
ナ、コイ、ウグイ、タナゴ、オイカワ及び金魚などの魚
類を飼育している。同様に。
At water treatment plants, in order to determine whether or not toxins have been mixed into the raw water, a portion of the raw water or purified water is introduced into an aquarium where fish such as crucian carp, carp, dace, tanago, oysterfish, and goldfish are raised. ing. Similarly.

下水処理場の処理水や放流水及び河川水並びに湖沼につ
いて水中の毒物の有無を監視するために、魚類を飼育す
る場合がある。水中に毒物が混入した場合には、魚類が
異常に行動したり死んだりするのでこれを目視で監視し
ている。しかし、目視に頼っており、人が監視していな
い時には検出できないので、自動監視が望まれていた。
Fish are sometimes kept in order to monitor the presence of toxic substances in treated water from sewage treatment plants, discharged water, river water, and lakes. If poisonous substances enter the water, fish may behave abnormally or die, so this is visually monitored. However, since it relies on visual inspection and cannot be detected unless a person is monitoring it, automatic monitoring has been desired.

魚類の監視方法は、水槽中の魚を水槽上部から工業用テ
レビカメラで検出し、画像処理する方法(文献:第36
口金国水道研究発表会、講演集P464〜466)が考
案されている。しかし、この方法では魚が水面上に浮上
した場合に画像監視によって警報を出すだけであり、水
槽の構造及び魚類の異常行動判別の詳細は記載してない
A method of monitoring fish is to detect fish in an aquarium from the top of the tank using an industrial television camera and process the image (Reference: No. 36).
A collection of lectures from the National Waterworks Research Presentation Conference, pages 464-466) has been devised. However, this method only issues an alarm through image monitoring when a fish rises to the surface of the water, and does not provide details on the structure of the aquarium or how to determine abnormal fish behavior.

〔発明が解決しようとする問題点〕[Problem that the invention seeks to solve]

発明者らは、画像により魚類の行動を監視する方法を実
用化するための研究を重ねて、魚類を効果的に画像認識
できる水槽構造と、精度よく画像処理する方法を発明す
るに至った。
The inventors have conducted repeated research to put into practical use a method for monitoring the behavior of fish using images, and have now invented an aquarium structure that can effectively recognize fish by image, and a method for accurately processing images.

従来技術は、飼育水槽内の魚類を工業用カメラで検出し
、画像処理するもので水槽構造の詳細については記載さ
れてない。また1画像処理結果についても魚類が水面下
に浮上した場合に、異常と判定して警報を出すもので、
どのような変化によって魚類が浮上したのか判別方法も
記載されてない。
The conventional technology detects fish in a breeding aquarium using an industrial camera and processes the image, but does not describe the details of the aquarium structure. Also, regarding the results of image processing, if a fish rises below the water surface, it will be determined as abnormal and an alarm will be issued.
There is also no description of how to determine what kind of change caused the fish to surface.

本発明の目的は、水槽に流入する原水中に有害物質が混
入した場合に早期に魚類が反応を示すような、適正な水
槽構造とし、魚類が水面下に浮上した場合に、その行動
が、給餌などのように水質が正常な場合に生じたことが
明らかな場合には、画像の取込み、又は、画像処理を一
時的に停止するようにした画像監視装置を提供すること
にある。
The purpose of the present invention is to provide an appropriate aquarium structure that allows fish to react quickly when harmful substances are mixed into the raw water flowing into the aquarium, and when the fish surface below the water surface, their behavior will be It is an object of the present invention to provide an image monitoring device that temporarily stops image capture or image processing when it is obvious that the problem has occurred when the water quality is normal, such as during feeding.

〔問題点を解決するための手段〕[Means for solving problems]

本発明では、魚類の行動を画像監視する場合、水槽に流
入する原水が、水槽内で偏流を生じることなく流通する
ような、水槽構造とし、異常水質以外の要因によって魚
類が水面に浮上した場合には、異常行動の判定から削除
する処理を行い、魚類の行動結果を適確に検出できるよ
うにした。
In the present invention, when image-monitoring the behavior of fish, the tank structure is such that the raw water flowing into the tank flows without causing drift within the tank, and if fish rise to the water surface due to factors other than abnormal water quality, For this purpose, we have performed a process to remove abnormal behavior from the determination process, making it possible to accurately detect the results of fish behavior.

〔作用〕[Effect]

本発明では、水槽内に多孔整流板及びもぐり堰板の設置
による、原水の整流流通並びに、水質の正常な場合での
魚類が浮上したものと判別できるものについては、画像
処理から除外し、魚類の行動監視における水質異常検出
の精度向上ができる。
In the present invention, the flow of raw water is rectified by installing a perforated rectifying plate and a submerged weir plate in the aquarium, and when the water quality is normal, fish that can be determined to have surfaced are excluded from image processing, and fish It is possible to improve the accuracy of water quality abnormality detection in behavioral monitoring.

〔実施例〕〔Example〕

以下に図面を用いて実施例を説明する。 Examples will be described below with reference to the drawings.

第1図を用いて実施例の構成を説明する。10は水槽で
給水管13と給水ポンプ14によって水が供給される。
The configuration of the embodiment will be explained using FIG. 10 is a water tank to which water is supplied by a water supply pipe 13 and a water supply pump 14.

水槽10は矩形形状であって側面の材料はガラスや透明
アクリルのような透明物質である。水槽10内に導かれ
た水は排水管15によって排水される。水槽10内には
金網や多孔板などの仕切板11A及びIIBによって仕
切られた飼育空間に魚18を飼育する。ここで、仕切板
11A及びIIBは、水を通すが魚18を通さない。ま
た、もぐり堰板12は、仕切板11Bの下流側に設置す
る。照明装置16は水槽10内の魚18を照らす。照明
装置16と水槽10との間にはスリガラスや紙などの半
透明物質を材質とする半透明板17を設ける。照明装置
16からみて水槽10の反対側に工業用テレビカメラ(
ITV)などの撮像装置30を配置する。すなわち、撮
像装置30は照明装置16から半透明板17を通して得
た光を撮像する。ここで、撮像装置30は仕切板11A
と′11Bの間にある水と魚とを撮像する。撮像装置3
0の信号は画像処理装置40に導かれて魚を画像認識す
る。警報装置50は画像処理装置40で得られた魚の画
像から魚の行動を評価して異常の場合には警報を発する
。モニタテレビ60は撮像画像や画像認識結果並びに魚
の移動速度の評価結果を表示する。
The water tank 10 has a rectangular shape, and the material of the side surfaces is a transparent substance such as glass or transparent acrylic. The water introduced into the water tank 10 is drained through a drain pipe 15. In the aquarium 10, fish 18 are reared in a rearing space partitioned by partition plates 11A and IIB such as wire mesh or perforated plates. Here, the partition plates 11A and IIB allow water to pass through, but do not allow the fish 18 to pass through. Further, the weir plate 12 is installed on the downstream side of the partition plate 11B. The lighting device 16 illuminates the fish 18 in the aquarium 10. A semitransparent plate 17 made of a semitransparent substance such as ground glass or paper is provided between the lighting device 16 and the aquarium 10. An industrial television camera (
An imaging device 30 such as ITV) is arranged. That is, the imaging device 30 images the light obtained from the illumination device 16 through the semi-transparent plate 17. Here, the imaging device 30 has a partition plate 11A.
The water and fish between and '11B are imaged. Imaging device 3
The signal of 0 is guided to the image processing device 40 to image-recognize the fish. The alarm device 50 evaluates the behavior of the fish from the image of the fish obtained by the image processing device 40, and issues an alarm in case of abnormality. The monitor television 60 displays captured images, image recognition results, and evaluation results of the moving speed of the fish.

続いて、本実施例の構成の詳細並びに動作を以下に説明
する。
Next, the details of the configuration and operation of this embodiment will be explained below.

給水ポンプ14は被検水をサンプリングして給水管13
によって水槽10に供給する。被検水は浄水場では河川
、沼及び浄水場内の水など(図示せず)であり、下水処
理場では流入下水や処理水であり、また、河川の毒物を
監視する場合では河川水である。水槽10内の水は排水
管15によって排水される。水槽10内は水を通過させ
るが魚を通過させないような金網や多孔板などの仕切板
11A及び11Bを設置し、仕切板11Bの下流側にも
ぐり堰板12を設置する。
The water supply pump 14 samples the water to be tested and supplies it to the water supply pipe 13.
is supplied to the aquarium 10 by. Test water is rivers, swamps, water within the water treatment plant, etc. (not shown) in water treatment plants, inflow sewage or treated water in sewage treatment plants, and river water in the case of monitoring toxic substances in rivers. . Water in the water tank 10 is drained through a drain pipe 15. In the aquarium 10, partition plates 11A and 11B such as wire mesh or perforated plates are installed to allow water to pass through but not fish, and a weir plate 12 is installed on the downstream side of the partition plate 11B.

次に、第2図及び第3図を用いて本発明の一つである、
仕切板11A、IIB及びもぐり堰板12の構成と動作
を詳細に説明する。第2図は仕切板11A及び11Bを
示すもので、ここでは多孔19をもつ仕切板である。ま
た、被検水の流れを20A、20Bで示した。水槽10
内に設置した仕切板11A及びBは魚を飼育する空間を
保つと、同時に被検水の流れを整流する役目を持ってい
る。すなわち、被検水中に有害物質が混入した場合、飼
育している魚が早期に反応を示し、その異常行動を監視
しなければならない。しかし、仕切板がなかったり、そ
の構造が不備であると水槽10内での被検水の流れに偏
流が生じ、魚が反応を示さない状態でも有害物質を含ん
だ被検水が、浄水場では原水として使用されてしまう。
Next, using FIG. 2 and FIG. 3, one of the present invention,
The configuration and operation of the partition plates 11A, IIB and the weir plate 12 will be described in detail. FIG. 2 shows partition plates 11A and 11B, in which the partition plates have porous holes 19. Further, the flow of the water to be tested is indicated by 20A and 20B. Water tank 10
The partition plates 11A and 11B installed inside have the role of maintaining a space for breeding fish and at the same time rectifying the flow of the water to be tested. In other words, if a harmful substance is mixed into the test water, the fish being kept will react quickly and any abnormal behavior must be monitored. However, if there is no partition plate or its structure is inadequate, the flow of the test water in the aquarium 10 will be uneven, and even if the fish do not show any reaction, the test water containing harmful substances will be sent to the water treatment plant. Then it will be used as raw water.

従って、ここでの仕切板は多孔整流板として、水4!1
0内に入った被検水が、偏流を生じ水槽流路の一部分だ
けを通り抜けることのない、均一流になる構造とする。
Therefore, the partition plate here is used as a porous rectifier plate, and the water 4!1
The structure is such that the test water that enters the water tank flows uniformly without causing drift and passing through only a part of the water tank flow path.

第3図はもぐり堰板12を示す。もぐり堰板12は、水
槽10の上面及び側面を仕切り、底部の一部が空間とな
るように設置する6従って、被検水の流れは2OA及び
20Bに示したように、もぐり堰板12と水槽10の間
を通るようになる。
FIG. 3 shows the dam plate 12. The speakeasy weir plate 12 is installed so that the top and side surfaces of the water tank 10 are partitioned, and a part of the bottom becomes a space.6 Therefore, the flow of the water to be tested is as shown in 2OA and 20B. It comes to pass between the water tanks 10.

このもぐり堰板12の設置は、多孔仕切板の整流の役目
を援助し、仕切板11AとIIBの間の被検水の流れを
、押出し流れに近い状態を保つ。
The installation of the weir plate 12 assists the role of the porous partition plate in rectifying the flow, and maintains the flow of the water to be tested between the partition plates 11A and IIB in a state close to an extrusion flow.

多孔仕切板11A、IIB及びもぐり堰板12の設置に
より、被検水に有害物質が混合した場合は、水槽10内
で飼育している魚18は早期に反応を示し、これを撮像
できる。
By installing the porous partition plates 11A and IIB and the dam plate 12, if a harmful substance is mixed in the test water, the fish 18 kept in the aquarium 10 will react quickly, and this can be imaged.

なお、実施例として、仕切板の構造を多孔板としたが、
これは特に限定するものではなく、被検水の流れを整流
にできる構造のものであればよい。
In addition, as an example, the structure of the partition plate was a perforated plate, but
This is not particularly limited, and any structure that can rectify the flow of the water to be tested may be used.

次に、照明装置16.半透明板17.水槽10並びに撮
像装置3oの構成について説明する。照明装置16と撮
像装置30とは水槽10をはさんで各々反対方向に配置
する。照明装置16と水槽1oとの間にはスリガラスや
紙などの半透明物質を材質とする半透明板17を設ける
。半透明板17全体から発する光は水槽10を照明し1
通過した光を撮像装置30で検出する。このため、水の
部分は光が透過して明るい輝度で検出され、一方、魚1
8は光を透過させないので暗い輝度で検出される。すな
わち、魚18は暗い部分として認識できる。
Next, the lighting device 16. Translucent plate 17. The configurations of the water tank 10 and the imaging device 3o will be explained. The illumination device 16 and the imaging device 30 are arranged in opposite directions with the water tank 10 in between. A semitransparent plate 17 made of a semitransparent substance such as ground glass or paper is provided between the lighting device 16 and the aquarium 1o. The light emitted from the entire semi-transparent plate 17 illuminates the aquarium 10.
The passing light is detected by the imaging device 30. Therefore, light passes through the water area and is detected with bright brightness, while the fish 1
8 does not transmit light, so it is detected with low brightness. That is, the fish 18 can be recognized as a dark part.

続いて、撮像方法について説明する。工業用テレビカメ
ラなどの撮像装置30では仕切板11AとIIBの間の
領域の画像を横方向に、ついで、縦方向に順次走査して
いき、各々の点の明るさをその程度に応じて、逐次、電
気信号に変換する。
Next, an imaging method will be explained. An imaging device 30 such as an industrial television camera sequentially scans the image of the area between the partition plates 11A and IIB in the horizontal direction and then in the vertical direction, and adjusts the brightness of each point according to its degree. Sequentially converted into electrical signals.

つまり、前記領域の画像を縦横に細かく分割し。In other words, the image of the area is finely divided vertically and horizontally.

この分割した各画素の明るさをその程度に応じて出力電
圧の異なる電気信号に変換する。撮像装置30から出た
電気信号は電圧などのアナログ信号である。撮像装置3
oから出た電気信号は画像処理装置40に送信される。
The brightness of each divided pixel is converted into electrical signals with different output voltages depending on the brightness level. The electrical signal output from the imaging device 30 is an analog signal such as voltage. Imaging device 3
The electrical signal output from o is transmitted to the image processing device 40.

画像処理装置40は撮像装置30で得た領域の画像に基
づいて魚18を画像認識すると共に、この認識結果に基
づき魚18かどれ位の移動速度で遊泳しているものか、
または、水槽10内のどの位置に分布しているかを検出
する。警報装置50は画像処理装置40で得られた魚1
8の行動を評価して異常の場合には警報する。また、モ
ニタテレビ60は撮像画像や画像認識結果並びに、魚の
移動速度1位置分布の評価結果を表示する。
The image processing device 40 recognizes the fish 18 based on the image of the area obtained by the imaging device 30, and also determines the swimming speed of the fish 18 based on this recognition result.
Alternatively, it is detected where in the aquarium 10 they are distributed. The alarm device 50 detects the fish 1 obtained by the image processing device 40.
Evaluate the behavior of 8 and issue a warning if there is an abnormality. Furthermore, the monitor television 60 displays captured images, image recognition results, and evaluation results of the fish's movement speed and position distribution.

以上、説明した魚類の画像監視装置において、種々実験
を実施した結果、本発明の他の一つである0画像監視方
法を見い出した。次に、その詳細について説明する。第
1図に示した画像監視装置により、フナ、コイ、ウグイ
及びタナゴにより、実験した結果、水質の正常な場合は
前記した魚とも、水槽の底部付近に位置し、緩やかに遊
泳していることが監視された。これに対して、水質の異
常な場合は、各稚魚とも水槽内を活発に泳ぎ廻ることが
監視され、水質の正常な行動との差は画像認識処理から
も明確に表われた。しかし、画像監視を数日間連続で行
った結果、水質が正常な場合にも、前記した水質の異常
時と同様な行動をすることが判明した。それは、水槽に
大きな衝撃を与えたり、水槽内に物を入れたとき、さら
には給餌のときなどであった。この、内で、水槽に衝撃
を与えること、物を入れることなどについては対策は可
能であったが、給餌をやめることはできない。
As a result of conducting various experiments using the fish image monitoring apparatus described above, a zero image monitoring method, which is another one of the present invention, was discovered. Next, the details will be explained. As a result of experiments using the image monitoring device shown in Figure 1 on crucian carp, carp, dace, and tanago, it was found that when the water quality is normal, all of the above fish are located near the bottom of the tank and swimming slowly. was monitored. On the other hand, when the water quality was abnormal, each young fish was monitored as actively swimming around in the tank, and the difference in behavior from normal water quality behavior was clearly shown through image recognition processing. However, as a result of continuous image monitoring for several days, it was found that even when the water quality is normal, they behave in the same way as when the water quality is abnormal. This happened when the aquarium was given a big shock, when something was put into the aquarium, and even when feeding. Although it was possible to take measures against shocking the tank or putting objects in it, it was impossible to stop feeding the tank.

この給餌時の魚の行動を監視した結果、餌の投置によっ
ても異なるが、異常と見られる、水面上に活発に遊泳し
て餌を食べる時間帯はさほど長くないことが判明した。
As a result of monitoring the behavior of the fish during feeding, it was found that although it varied depending on the placement of the bait, the period during which the fish were actively swimming on the surface of the water and eating food, which was considered abnormal, was not very long.

従って、給餌時には画像取込みを一時的に停止すること
により、画像監視の誤動作を解除できた。画像監視の一
時停止の操作方法は、−日で給餌する時間を設定してお
き、給餌時間から画像取込み操作の稼動を停止させ、あ
る一定時間後に稼動を始めるようにタイマで設定する。
Therefore, by temporarily stopping image capture during feeding, the malfunction of image monitoring could be canceled. The operation method for temporarily stopping image monitoring is to set the feeding time on - days, stop the image capture operation from the feeding time, and set the timer to start the operation after a certain fixed time.

なお、給餌時間を設定すれば、画像取込みの停止及び開
始の操作は自動的に行えることは言うまでもない。
It goes without saying that once the feeding time is set, operations for stopping and starting image capturing can be performed automatically.

〔発明の効果〕〔Effect of the invention〕

本発明によれば、水質の変化に対応した魚類の行動を把
握でき、また画像監視において、画像監視による水質の
異常検出精度が向上する。
According to the present invention, it is possible to understand the behavior of fish in response to changes in water quality, and the accuracy of detecting abnormalities in water quality by image monitoring is improved.

【図面の簡単な説明】[Brief explanation of drawings]

第1図は本発明の詳細な説明する図、第2図は仕切板の
詳細の説明図、第3図はもぐり堰板の詳細を説明する図
である。 束1図
FIG. 1 is a diagram illustrating details of the present invention, FIG. 2 is a diagram illustrating details of a partition plate, and FIG. 3 is a diagram illustrating details of a weir plate. Bundle 1 diagram

Claims (1)

【特許請求の範囲】 1、被検水を流通させる水槽と、前記水槽で飼育する魚
類と、前記魚類の画像情報を電気信号に変換する撮像装
置と、前記魚類を撮像するための照明装置と、前記撮像
装置から得られる画像情報から前記魚類を画像認識する
画像処理装置を具備した魚類の画像監視装置において、 前記水槽内に、前記被検水を整流させるための仕切板及
びもぐり堰板を設けることを特徴とする魚類の画像監視
装置。 2、特許請求の範囲第1項において、 前記画像の取込み操作又は画像処理を一時的に停止でき
るようにしたことを特徴とする魚類の画像監視装置。
[Scope of Claims] 1. An aquarium through which test water flows, fish kept in the aquarium, an imaging device that converts image information of the fish into electrical signals, and a lighting device for imaging the fish. , a fish image monitoring device equipped with an image processing device that recognizes the fish from image information obtained from the imaging device, wherein a partition plate and a diversion weir plate are provided in the aquarium to rectify the test water. An image monitoring device for fish, characterized in that: 2. The image monitoring device for fish according to claim 1, characterized in that the image capturing operation or image processing can be temporarily stopped.
JP9076787A 1987-04-15 1987-04-15 Image monitoring device for fishes Pending JPS63256855A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP9076787A JPS63256855A (en) 1987-04-15 1987-04-15 Image monitoring device for fishes

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP9076787A JPS63256855A (en) 1987-04-15 1987-04-15 Image monitoring device for fishes

Publications (1)

Publication Number Publication Date
JPS63256855A true JPS63256855A (en) 1988-10-24

Family

ID=14007757

Family Applications (1)

Application Number Title Priority Date Filing Date
JP9076787A Pending JPS63256855A (en) 1987-04-15 1987-04-15 Image monitoring device for fishes

Country Status (1)

Country Link
JP (1) JPS63256855A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012127758A (en) * 2010-12-14 2012-07-05 Chugoku Electric Power Co Inc:The Transparency measuring instrument
CN103105398A (en) * 2013-01-18 2013-05-15 河海大学 Gallery-type water pollution early-warning device and method

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012127758A (en) * 2010-12-14 2012-07-05 Chugoku Electric Power Co Inc:The Transparency measuring instrument
CN103105398A (en) * 2013-01-18 2013-05-15 河海大学 Gallery-type water pollution early-warning device and method

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